Machine Learning
Types of Machine Learning
- Supervised Learning
- Regression Problem: Continuous valued output.
- Classification Problem: Discrete valued output.
- Unsupervised Learning
- Clustering
Linear Regression
Classification Problem
$\log yh_\theta(x) + (1-y) \log (1-h_\theta(x))$ comes from Maximum Likelihood Method in Statistics